Geographic Evolution

Column

Test

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Test 2

     speed           dist       
 Min.   : 4.0   Min.   :  2.00  
 1st Qu.:12.0   1st Qu.: 26.00  
 Median :15.0   Median : 36.00  
 Mean   :15.4   Mean   : 42.98  
 3rd Qu.:19.0   3rd Qu.: 56.00  
 Max.   :25.0   Max.   :120.00  

Influence on Deaths

Row

Model Summary


Call:
glm(formula = deaths ~ continentExp + I(month) + I(month^2) + 
    I(month^3) + log(cases) + popData2019Millions + I(popData2019Millions^2) + 
    I(popData2019Millions^3) + I(popData2019Millions^4), family = "poisson", 
    data = grouped_data)

Deviance Residuals: 
    Min       1Q   Median       3Q      Max  
-37.292   -3.158   -1.102    0.711  131.799  

Coefficients:
                           Estimate Std. Error  z value Pr(>|z|)    
(Intercept)              -2.365e+00  2.047e-02 -115.536  < 2e-16 ***
continentExpAmerica       5.886e-01  4.693e-03  125.416  < 2e-16 ***
continentExpAsia         -1.372e-01  4.994e-03  -27.469  < 2e-16 ***
continentExpEurope        2.210e-01  4.703e-03   46.989  < 2e-16 ***
continentExpOceania       1.350e-02  2.981e-02    0.453    0.651    
I(month)                 -6.604e-02  8.549e-03   -7.725 1.12e-14 ***
I(month^2)               -4.321e-02  1.171e-03  -36.900  < 2e-16 ***
I(month^3)                3.130e-03  5.040e-05   62.108  < 2e-16 ***
log(cases)                7.780e-01  8.405e-04  925.612  < 2e-16 ***
popData2019Millions       1.155e-02  4.481e-05  257.792  < 2e-16 ***
I(popData2019Millions^2) -5.125e-05  2.017e-07 -254.041  < 2e-16 ***
I(popData2019Millions^3)  6.435e-08  3.229e-10  199.282  < 2e-16 ***
I(popData2019Millions^4) -2.391e-11  1.523e-13 -157.016  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 5298344  on 25125  degrees of freedom
Residual deviance:  898612  on 25113  degrees of freedom
  (4 observations deleted due to missingness)
AIC: 1002933

Number of Fisher Scoring iterations: 6

Row

as


Partial Influence